Publication MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities Weihao Yu, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu, Xinchao Wang, Lijuan Wang ICML 2024 | August 2023
Publication Generative Retrieval for Conversational Question Answering Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li Information Processing and Management | August 2023, Vol 60(5)
Publication LongNet: Scaling Transformers to 1,000,000,000 Tokens Jiayu Ding, Shuming Ma, Li Dong, Xingxing Zhang, Shaohan Huang, Wenhui Wang, Furu Wei July 2023 arXiv | July 2023 Video
Publication Optimizing Dynamic Neural Networks with Brainstorm Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo OSDI’23 | July 2023
Publication VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou OSDI’23 | July 2023
Publication Welder: Scheduling Deep Learning Memory Access via Tile-graph Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023 Project
Publication Learning to Retrieve In-Context Examples for Large Language Models Liang Wang, Nan Yang, Furu Wei EACL 2024 | July 2023
Publication Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023 Project
Publication XInsight: eXplainable Data Analysis Through The Lens of Causality Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang International Conference on Management of Data | June 2023
Publication PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang, Zhuohao Yu, Zhengran Zeng, Linyi Yang, Cunxiang Wang, Hao Chen, Chaoya Jiang, Rui Xie, Jindong Wang, Xing Xie, Wei Ye, Shi-Bo Zhang, Yue Zhang ICLR 2024 | June 2023
Research
Research